Bennnun's starred repositories
posenet-pytorch
A PyTorch port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
compress-fasttext
Tools for shrinking fastText models (in gensim format)
pytorch_influence_functions
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
1on1-questions
Mega list of 1 on 1 meeting questions compiled from a variety to sources
awesome-machine-learning-on-source-code
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
inference_batched_bandits
Inference for Batched Bandits
python-guide
Python best practices guidebook, written for humans.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
tpu_pretrain
LM Pretraining with PyTorch/TPU
ManifoldMixup
Manifold-Mixup implementation for fastai V1
facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
ThermalGAN
Multimodal Color-to-Thermal Image Translation
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch